Simplicity is a virtue.

From Washington, DC

• Per Centers for Medicare and Medicaid Services fact sheets
  • “On July 29, 2026, the Centers for Medicare & Medicaid Services (CMS) issued a final rule to update Medicare payment policies and rates for Inpatient Psychiatric Facilities (IPFs) under the IPF Prospective Payment System (PPS) (CMS-1847-F) for fiscal year (FY) 2027. CMS is publishing this final rule consistent with its statutory authority to update Medicare payment policies for IPFs annually. 
  • “This fact sheet discusses the provisions of the final rule, including annual updates to the prospective payment rates, the outlier threshold, the wage index, and associated impact analysis. In addition, the rule finalizes a policy effective for FY 2028 (October 1, 2027) to limit outlier payments at the facility level to no more than 20% of an IPF’s total IPF PPS payments in a year, for IPFs with at least 50 stays per year. For the IPF Quality Reporting Program, CMS is removing two measures from the program, as well as implementing a standardized IPF patient assessment instrument.
  • “For FY 2027, CMS is updating the IPF PPS payment rates by 2.3%, based on the 2021-based IPF market basket increase of 3.2% less a 0.9 percentage point productivity adjustment. Additionally, CMS is updating the outlier threshold so that estimated outlier payments remain at 2% of total IPF PPS payments. Total estimated payments to IPFs would increase by 2.3%, or $60 million, in FY 2027, relative to IPF payments in FY 2026.”
• and 
  • “On July 29, 2026, the Centers for Medicare & Medicaid Services (CMS) issued a final rule for updates to Medicare payment policies and rates for skilled nursing facilities under the Skilled Nursing Facility (SNF) Prospective Payment System (PPS) for fiscal year (FY) 2027. CMS is publishing this final rule consistent with the legal requirements to update Medicare payment policies for SNFs annually. This fact sheet discusses the final rule’s provisions.
  • “For FY 2027, CMS finalized updating SNF PPS rates by 2.4% based on the final SNF market basket of 3.3%, reduced by a 0.9% productivity adjustment, for an estimated increase of $882.74 million in aggregate payments to SNFs.”

• Beckers Hospital Review points out twelve things to know about these rules.

• The American Hospital Association News relates,
  • “The Health and Human Services Secretary today announced that dozens of insurers, medical societies, healthcare providers and behavioral health experts have pledged to strengthen the nation’s behavioral health system by advancing best practices aimed at improving mental health and addiction treatment. The pledge commits participants to promoting timely access, improving quality measurement and accountability, supporting patient-centered recovery services and expanding whole-person treatment that addresses behavioral and physical health needs. HHS said the initiative aligns with the administration’s broader efforts to address addiction and mental illness and improve long-term patient outcomes.” 
    
• Federal News Network clears up common misconceptions about federal retirement benefits.
  • “Misconception: Federal Employee Health Benefits (FEHB) go away at retirement, or become more expensive.
  • “Fact: Under certain eligibility requirements, federal employees can continue their FEHB coverage into retirement. These requirements include enrollment in FEHB for at least five consecutive years leading up to, and having coverage on, the retirement date. It is important to note that qualified spouses, dependent children, and children with disabilities can be covered without meeting this five-year rule. Employees become classified as annuitants upon retiring, at which point the government will continue to cover about 72% of the FEHB premium.
  • In addition, retirees can also enroll in Medicare parts A and B, offering nearly comprehensive coverage, with Medicare as the primary payer and FEHB as secondary. To reduce costs, some retirees opt for a basic FEHB plan.”
  • “Misconception: Spouses will automatically continue to be covered by FEHB into retirement
  • “Fact: This is the biggest caveat about survivor’s benefits: If survivors were on the federal retiree’s health insurance plan, that health insurance will cease if there is no survivor’s benefit. Any amount of survivor’s benefit will continue the health insurance plan, so prospective retirees and their spouses should speak with a federal retirement consultant, and consider the holistic picture of their assets, the spouse’s income, their needs and budget, life insurance, and whether they have any additional financial obligations, like debt or a child in college.”
  • “Misconception: Survivor’s benefits are automatic and free
  • “Fact: Federal employees will need to make some decisions about survivor’s benefits on their retirement application. The pension is the main place where retirees need to consider their options along with their potential beneficiaries — these will primarily be spouses, except in a few special circumstances. Each of these options comes with a cost, in the form of a monthly percentage deducted from the overall pension. The options and percentages vary between the Federal Employees Retirement System and the Civil Service Retirement System.”

• Beckers Hospital Review tells us,
  • “Federal policy changes could reshape pharmacy reimbursement, drug pricing and hospital operations in 2027, according to a new Vizient outlook. The report, published July 27, highlights four pharmacy developments health systems should monitor as they plan for the year ahead.
  • “The four policy developments:
    • “340B outpatient drug reimbursement: CMS has proposed reducing reimbursement for 340B-acquired drugs from average sales price plus 6% to ASP-33.4%. 
    • “340B remedy offset: CMS has proposed increasing the offset from -0.5% to -3%, a change the agency estimates would reduce payments by $2.3 billion in 2027.
    • “Section 232 tariffs: New pharmaceutical tariffs and ongoing investigations into medical devices could affect supply chains and costs.
    • “Medicare Drug Price Negotiation Program: CMS has issued draft guidance for implementing negotiated prices in 2028, including drugs covered under Medicare Parts B and D.

From the Food and Drug Administration front,

• Per a FDA news release,
  • “The U.S. Food and Drug Administration today licensed Ezplaz Freeze Dried Plasma (FDP), making it the first freeze-dried plasma product licensed for use in the United States. Ezplaz is intended for transfusion in adult patients who need plasma and for whom other plasma products are not available.
  • “Patients experiencing life-threatening bleeding in combat zones, disasters, rural settings, or other austere environments may now have faster access to plasma when conventional frozen plasma is unavailable,” said Karim Mikhail, B. Pharm., M.S., Acting Director of the Center for Biologics Evaluation and Research (CBER). “This milestone action addresses an important unmet medical need — particularly for our military personnel and others who may be far from traditional hospital infrastructure.”
  • “Ezplaz is a freeze-dried (lyophilized) plasma product derived from a single unit of fresh frozen plasma collected from FDA-licensed blood establishments. It is available in Group AB and Group A with low-titer anti-B blood types, chosen to mitigate risk of giving to patients in emergencies before their blood type is determined.”

• Contemporary OB/GYN relates,
  • “On July 29, 2026, the FDA approved norelgestromin and ethinyl estradiol transdermal system (Gwyn Lo; Viatris Inc.) as a once-weekly combined hormonal contraceptive (CHC) patch with a low dose of estrogen for women of childbearing potential with a body mass index (BMI) below 30 kg/m², the company announced in a news release.¹
  • “The approval was granted under the FDA’s 505(b)(2) regulatory pathway and was supported by results from the phase 3 Luminous Study (NCT05139121).² Norelgestromin and ethinyl estradiol delivers norelgestromin 220 mcg/day and ethinyl estradiol 20 mcg/day over each 7-day wear interval. The patch, which is reversible and non-invasive, is applied once weekly for 3 consecutive weeks, followed by 1 patch-free week.” * * *
  • “Viatris expects norelgestromin and ethinyl estradiol to be commercially available later in 2026.”
• and
  • “Natural Cycles has received its sixth FDA clearance, this time for an updated version of the algorithm underlying its FDA-cleared birth control app. The company described the update as combining statistical modeling with machine learning trained on real-world fertility data to generate more individualized fertility predictions for users, according to a news release published July 27, 2026.”

• Cancer Network tells us,
  • “The FDA has granted fast track designation to ISM6331, an AI-designed pan-TEAD inhibitor, for the treatment of adult patients with unresectable malignant pleural mesothelioma whose disease has progressed on or after prior anti–PD-1 antibody therapy, with or without anti–CTLA-4 antibody therapy, and platinum-based chemotherapy, according to a news release from the developer, Insilico Medicine.”

• Cardiovascular Business points out,
  • “The U.S. Food and Drug Administration (FDA) has granted de novo market clearance for the first and only biomarker technology to directly see and quantity coronary inflammation from routine coronary CT angiography (CCTA). 
  • “The CaRi-Heart technology from Caristo Diagnostics has been heralded by numerous cardiac CT experts as a potential paradigm shift in cardiology. It is the first technology that can visualize and clearly quantify coronary inflammation using fat attenuation index (FAI) scores. This helps care teams estimate the residual risk of heart attacks in patients who otherwise appear to be managed well on optimal medical therapy.
  • “We’ve spent decades building the scientific case that coronary inflammation is an important contributor to the development and progression of coronary plaque,” Ron Blankstein, MD, director of cardiac CT at Brigham and Women’s and a former Society of Cardiovascular Computed Tomography (SCCT) president, said in a statement. “And now for the first time, clinicians can specifically measure coronary inflammation, obtaining a more complete picture of cardiovascular risk compared to standard CCTA, or calcium scoring alone. It is exciting to see Caristo’s long-awaited, pioneering solution available in the U.S.”

• STAT News informs us.
  • “A group of outside experts convened Wednesday by the Food and Drug Administration concluded clinical data for a treatment for Duchenne muscular dystrophy from Capricor Therapeutics did not provide “substantial evidence” of efficacy.  
  • “The vote was 9-3, sending to the FDA a recommendation that the Capricor treatment, called deramiocel, should not be approved. 
  • “The FDA is not required to adhere to the expert panel’s stance, but it typically does. The agency review is still underway with a decision expected by Aug. 22. 
  • “The negative vote came at the end of an all-day meeting during which disputed results from a Phase 3 clinical trial were discussed and debated. Capricor’s presentation highlighted an analysis showing deramiocel preserved upper-arm function and staved off the heart failure most patients with Duchenne eventually experience.
  • “The FDA countered with a critique of the data that reached opposite conclusions — deramiocel was unable to separate from placebo at all. The agency also spent a good deal of time during Wednesday’s meeting calling out Capricor, saying it made major changes to the study’s statistical analysis plan that degraded the robustness of the data and made even seemingly positive outcomes hard to interpret.” 

• Beckers Hospital Review notes,
  • “The FDA has published 17 revised draft product-specific guidances for peptide products, updating its recommendations for the development and assessment of certain generic peptide drugs.” * * *
  • “The FDA said the updates provide recommendations in five areas: submission of recombinantly, synthetically or semi-synthetically produced peptides as abbreviated new drug applications, innate immune response testing, impurity thresholds, higher order structure assessment and biological activity assessment.
  • “The FDA also said it is withdrawing its May 2021 guidance, ANDAs for Certain Highly Purified Synthetic Peptide Drug Products That Refer to Listed Drugs of rDNA Origin, because it no longer reflects the agency’s current scientific thinking. The Center for Drug Evaluation and Research plans to revise that guidance this year.”

From the public health and medical / Rx research front

• The Washington Post reports,
  • “About 12,000 pounds of smoked bacon imported from Canada were recalled because of lack of proper reinspection before entering the country, the Agriculture Department’s Food Safety and Inspection Service said.
  • “The bacon from Maple Leaf Foods was shipped to grocery distributors and retailers in Idaho, Oregon and Washington state. FSIS inspects imported products for packaging, documentation, condition and contamination.” * * *
  • “There are currently no confirmed cases of illness or injuries due to the products, FSIS said.”
    
• The American Hospital Association News tells us,
  • “The Centers for Disease Control and Prevention yesterday reported 18,207 confirmed or suspected cases of cyclosporiasis across the U.S. from the current outbreak. The agency said it is investigating multiple case clusters, including an outbreak impacting nine states that is linked to iceberg lettuce. A July 17 Food and Drug Administration notice said that Taylor Farms recalled iceberg lettuce sourced from central Mexico that was distributed to 27 states, due to the potential of being contaminated with cyclospora.” 

• The New York Times lets us know about “Nine Things Experts Wish You’d Do in Midlife to Increase Longevity.”
  • “How you treat your body and brain in your midlife years, loosely defined as 40 to 60, can hugely influence how you age in the decades to come.
  • “The seeds for many age-related diseases, including cardiovascular disease, diabetes, cancer and dementia, are sown in middle age, so it’s important to start thinking about prevention early. And it takes a lifetime of healthy habits, not just a few weeks, to move the needle on your longevity.
  • “Midlife is the ideal time to make changes, not only to benefit you in the present, but also in the future,” said Margie Lachman, a psychology professor at Brandeis University and the author of “Primetime: A New Vision for Midlife.”
  • “After all, she added, “What happens in midlife doesn’t stay in midlife.”
  • “We spoke with experts about some small habits that can make a big difference.”

• Health Day tells us,
  • “Childhood obesity can be effectively treated through a family-based program provided through their local pediatrician, a new clinical trial says.
  • “About 42% of kids in the program lost enough weight to improve their heart health and lower their diabetes risk within a year and a half, researchers reported July 27 in JAMA Pediatrics.
  • “The program teaches families how to establish healthy eating and exercise habits, including positive reinforcement and supportive routines, researchers said.
  • “Our results show that an established, effective obesity treatment for children and adolescents can be successfully delivered in their pediatrician’s office,” lead researcher Amanda Staiano said in a news release. She is director of the Pediatric Obesity and Health Behavior Laboratory at Pennington Biomedical Research Center at Louisiana State University.”

• Drug Topics informs us,
  • “Alcohol use, binge drinking, and heavy drinking have all increased significantly among pregnant women in the US from 2011 to 2024, according to a JAMA study. Likewise, with no end in sight for the trends in their findings, study authors consider them “concerning,” highlighting the need to address the growing trends among expecting mothers and their alcohol consumption.
  • “It is well established that alcohol is a teratogen, and numerous existing guidelines advise women to abstain from alcohol during pregnancy and while breastfeeding,” wrote the authors of a study in Drug and Alcohol Review. “However, many women consume alcohol in pregnancy even after learning they are pregnant. Worldwide, approximately 10% of women in the general population consume alcohol in pregnancy, although the European region has the highest rate of consumption (25%).
  • “The JAMA analysis revealed that from 2011 to 2024, the relative increase in current alcohol use among pregnant individuals reached 59%, and binge drinking rose by 77% and heavy drinking surged by a startling 166%. These absolute increases, 5.4%, 2%, and 1.2%, respectively, represent a significant shift in behavior that researchers indicate has no clear sign of reversal.”
    
• Genetic Engineering and BioTechnology New lets us know,
  • “Engineers and neuroscientists at the University of California (UC) San Diego have developed a soft, wearable fingertip patch that continuously tracks a Parkinson’s disease (PD) patient’s levodopa medication levels by measuring chemicals in their sweat, with no batteries required. Tests in healthy volunteers and in Parkinson’s disease patients showed that measurements generated using the device were comparable to those obtained by standard laboratory blood tests.
  • “The wearable device offers a way to continuously track real-time concentrations of levodopa in the body and could enable doctors to precisely customize daily medication schedules for patients at home.
  • “The research was led by Tamoghna Saha, PhD, a postdoctoral researcher in the lab of Joseph Wang, DSc, professor in the Aiiso Yufeng Li Family Department of Chemical and Nano Engineering at the UC San Diego Jacobs School of Engineering. Saha is co-first author of the team’s published paper in PNAS titled “A wearable patch for continuous levodopa monitoring in sweat: Towards exertion and power-free pharmacodynamic assessment in Parkinson’s disease.” In their paper the authors wrote in summary, “Overall, our easy-to-use, energy-efficient wearable supports real-time, stimulation-free monitoring, potentially enabling at-home dosage adjustments and paving the way for future autonomous closed-loop L-dopa therapeutic system development.”

• Per an Institute for Clinical and Economic Review news release,
  • “The Institute for Clinical and Economic Review (ICER) today released a Draft Evidence Report assessing the comparative clinical effectiveness and value of tavapadon (AbbVie Inc.) for Parkinson’s Disease.
  • “This preliminary draft marks the midpoint of ICER’s eight-month process of assessing this treatment, and the findings within this document should not be interpreted to be ICER’s final conclusions.
  • “On August 5, as part of ICER’s Early Insights Webinar Series, ICER’s Chief Scientific Officer and Director of Health Technology Assessment Methods and Engagement, Dan Ollendorf, PhD, MPH, will present the initial findings of this draft report. This webinar is exclusively available to all users of the ICER Analytics platform; registration for the webinar is now open.”

• Per STAT News,
  • “For decades, efforts to develop non-opioid pain drugs were marked by failure. But what was once a graveyard of drug discovery is quickly turning into a race for a multibillion-dollar market, with Latigo Biotherapeutics publishing positive data on Wednesday for a therapy meant to rival a Vertex medicine already on the market.
  • “The startup’s Phase 2 trial enrolled 343 patients who’d gotten tummy tuck surgery; they were randomized to receive a high or low dose of Latigo’s experimental pill, a placebo, or a combination of acetaminophen and the opioid hydrocodone. Those given either dose of Latigo’s oral drug, LTG-001, showed statistically significant pain relief compared to placebo after 48 hours. And while participants in all groups had the option to use the opioid oxycodone if they needed additional pain management, those on a high dose of Latigo’s therapy were significantly less likely to do so than participants on placebo.” * * *
  • “The biotech plans to start a Phase 3 study later this year of patients who’ve had bunion removal surgery, with results expected in the second half of 2027.”

From the U.S. healthcare business and articifical intelligence fronts,

• Beckers Payer Issues reports,
  • “Humana reported a $694 million profit for the second quarter, up more than 27% year over year, according to its July 29 earnings report.
  • “Revenue reached $40.8 billion, a 26% increase from the same period in 2025, driven by Medicare membership growth, higher per-member Medicare Advantage and standalone prescription drug plan premiums from increases in benchmark funding and the Part D direct subsidy, and a payer-agnostic CenterWell client base. Star ratings headwinds persisted.
  • “Total Medicare membership reached 11.1 million, up from 8.2 million in the comparable quarter. Total medical membership was 17.9 million, an increase from 14.8 million.
  • “The company’s benefit ratio was 91.1%, up from 89.7% in the second quarter of 2025, spurred by the star ratings revenue issue, new individual MA members with higher benefit ratios and an expectation of lower favorable prior period development. However, MA recontracting, pricing and clinical excellence efforts offset that growth.”

• Healthcare Dive adds,
  • “Humana plans to shut down more Medicare Advantage plans next year as the insurer works to improve profits, auguring more disruption for seniors in the privatized Medicare program.
  • “It’s the second consecutive year of plan exits for Humana, and shows that payers are not done downsizing in the face of rising costs — a strategy that’s already forced many seniors to find new health plans.
  • “Humana offered MA coverage in three fewer states and 194 fewer counties in 2026. However, the insurer retained more generous benefits than its competitors, causing more than one million new seniors to flock to its coverage.
  • “But now, Humana thinks it needs to trim its footprint further to reach long-term margin targets, executives told investors on a Wednesday morning call to discuss the insurer’s second quarter results.“

• Beckers Hospital Review notes,
  • “Jaewon Ryu, MD, the founding CEO of Risant Health, will step down, and Dale Maxwell has been named interim CEO.
  • “According to a July 29 news release, Dr. Ryu made the decision to leave the role to focus on his family. Mr. Maxwell, former president and CEO of Albuquerque, N.M.-based Presbyterian Healthcare Services, will serve as interim CEO while the Risant Health board conducts a national search for a permanent successor.
  • “Washington, D.C.-based Risant Health is a nonprofit created by Oakland, Calif.-based Kaiser Permanente to expand value-based care by partnering with community health systems. As the organization’s inaugural CEO, Dr. Ryu built its leadership team and operating model and oversaw the additions of Danville, Pa.-based Geisinger, which operates 10 hospital campuses, and Greensboro, N.C.-based Cone Health, which has five hospitals and more than 150 locations.
  • “Jaewon has been instrumental in turning the vision for Risant Health into reality,” Greg Adams, chair and CEO of Kaiser Permanente and chair of the Risant Health board, said in the release. Mr. Adams said Dr. Ryu built an exceptional leadership team and positioned the organization to expand value-based care.”

• Fierce Healthcare relates,
  • “AI doctor startup Doctronic aims to broaden its reach beyond adult primary care by acquiring text-based pediatric care platform Summer Health.
  • “The companies did not disclose the financial terms of the deal.
  • “Fast-growing Doctronic is an AI-native primary care provider that has supported 30 million health encounters in just two years. It offers a proprietary AI doctor and nationwide network of licensed clinicians delivering personalized medical guidance and video visits for $39, according to the company.
  • “The startup offers a free personal AI doctor via chatbot to help navigate symptoms and answer medical questions and can connect users with a licensed physician through a virtual visit. Doctronic, available in all 50 states, is being tested by the state of Utah to refill prescriptions as part of a pilot program.”
• and
  • “Hospitals should plan for their supply chain expenses to climb in 2027, with the prices for indirect spending categories like IT, construction and even food projected to grow at an even faster rate than those for drugs, Vizient warned in its most recent forecast report. 
  • “Vizient’s latest twice-yearly report mapped out overall supply chain price inflation of 3.39% for 2027, an increase of 0.61 percentage points compared to the forecast it released in February for the 12-month period beginning in H2 2026. 
  • “The primary culprits, Vizient research and intelligence director Jeff King told Fierce Healthcare, are AI demand and elevated costs of logistics and energy that are being felt across the world.”
• and
  • “Alongside an update to its 2026 ratings, national nonprofit Leapfrog Group announced Monday the launch of an expanded ambulatory service center (ASC) reporting program. The expanded Leapfrog ASC Public Reporting Program, first unveiled in April, reports safety and quality information for facilities nationwide. More than 3,900 ASCs are now included in the 2026 ratings, along with more than 2,400 hospitals—which the nonprofit says is the highest level of participation in its 26-year history.”

• Fierce Pharma points out,
  • “With increased sales of its newer drugs compensating for declining revenues from its multiple sclerosis (MS) portfolio, Biogen is once again positioned for a “growth story,” CEO Chris Viehbacher said Wednesday during the company’s second-quarter earnings call.
  • “To that end, Biogen reported revenue of $2.74 billion for the period, marking its highest quarterly haul since Q3 of 2021. With the result, the company flipped its 2026 revenue guidance from an expected mid-single digit decline in 2026 to a mid-single digit increase.  
  • “This quarter is a reflection of the significant progress Biogen has made repositioning the company for long-term growth,” Viehbacher added.

• Beckers Hospital Review tells us what 17 pharmacy leaders think about “the biggest shifts they’re seeing in patient expectations.”

• MedCity News informs us,
  • “For many people, managing a disease means chronic therapy. Scribe Therapeutics has a different vision: genetic medicines that offer durable effects for the masses. With its lead program on a path to report its first human data next year, Scribe has joined the public markets, raising $128.7 million. 
  • “While current genetic medicines are largely limited to rare disorders, we are engineering our technologies for use in common diseases affecting millions,” Scribe said in its IPO filing. “By targeting prevalent diseases with significant unmet need and high clinical burden, we aim to usher in a new era of broadly scalable, transformative, and preventative genetic medicines.”
  • * * * “Alameda, California-based Scribe has selected cardiometabolic disorders as its first focus. Lead therapeutic candidate STX-1150 is intended to lower the “bad” form of cholesterol, which is a risk factor for atherosclerotic cardiovascular disease (ASCVD). This therapy is designed to lower LDL-cholesterol by repressing expression of PCSK9, a protein that in high amounts, reduces the ability of the liver to clear cholesterol from the blood. Injectable PCSK9 inhibitors are already available from Amgen, Regeneron Pharmaceuticals, and Novartis. Last week, Merck received FDA approval for Lipfendra, an oral PCSK9 inhibitor. While dosing frequency for these therapies varies, all of them are taken chronically.”
    
• STAT News reports,
  • “Hundreds of thousands of U.S. doctors use clinical large language models, pitched by companies like OpenEvidence, Doximity, and UpToDate as an antidote to the dangers of hallucination-prone generalist models from Big Tech. Yet few studies have pitted them against each other — and this summer brought a high-profile head-to-head. 
  • “Researchers from NYU Langone Health had tested general and clinical models, including OpenEvidence and UpToDate Expert AI, on three sets of clinical questions. The findings, published in Nature Medicine in June: The clinical AI performed worse than the general models. 
  • “The results rang out like a gunshot. “I’ve never seen a single paper trigger the kind of reactions this one has in the health AI community,” wrote Kaiser Permanente’s vice president of AI and emerging technologies on LinkedIn. The paper’s findings, like all science, are subject to interpretation and debate — but many online reactions treated them more like a clear victory for general frontier models.” * * *
  • “Scientists acknowledge that no one test will ever tell the whole story about clinical AI performance. And day-to-day, the choice of when and how to use large language models in care — by individual doctors, and increasingly health system leaders — is shaped by more than research.
  • “I don’t see the benchmarks really playing a role among doctors,” said OpenEvidence’s Nadler. “Academics like talking about them.” 
  • “The more important question, companies, doctors, and researchers agree, is how these tools impact patients. 
  • “Anytime a new technology is introduced into medicine, its impact on those outcomes depends on how it’s used by physicians. Are they using the tool safely and correctly, on the right patients, in the right situations?
  • “In the case of AI, that often comes down to trust. An accurate model inspires confidence, but it can still occasionally be wrong — potentially leading a physician astray, if they rely on it outright. Conversely, a good model can leave gains on the table if a physician doesn’t trust its output.”